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Posted to commits@datafu.apache.org by mh...@apache.org on 2015/11/18 00:50:31 UTC
[45/51] [partial] incubator-datafu git commit: DATAFU-110 Update
website for 1.3.0 release
http://git-wip-us.apache.org/repos/asf/incubator-datafu/blob/158f9991/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/LSHFamily.html
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diff --git a/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/LSHFamily.html b/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/LSHFamily.html
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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
+<!-- NewPage -->
+<html lang="en">
+<head>
+<!-- Generated by javadoc (1.8.0_60) on Tue Nov 17 10:08:51 PST 2015 -->
+<title>LSHFamily (datafu-pig 1.3.0 API)</title>
+<meta name="date" content="2015-11-17">
+<link rel="stylesheet" type="text/css" href="../../../../stylesheet.css" title="Style">
+<script type="text/javascript" src="../../../../script.js"></script>
+</head>
+<body>
+<script type="text/javascript"><!--
+ try {
+ if (location.href.indexOf('is-external=true') == -1) {
+ parent.document.title="LSHFamily (datafu-pig 1.3.0 API)";
+ }
+ }
+ catch(err) {
+ }
+//-->
+var methods = {"i0":10};
+var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]};
+var altColor = "altColor";
+var rowColor = "rowColor";
+var tableTab = "tableTab";
+var activeTableTab = "activeTableTab";
+</script>
+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
+<div class="topNav"><a name="navbar.top">
+<!-- -->
+</a>
+<div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div>
+<a name="navbar.top.firstrow">
+<!-- -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../index-all.html">Index</a></li>
+<li><a href="../../../../help-doc.html">Help</a></li>
+</ul>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a href="../../../../datafu/pig/hash/lsh/L2PStableHash.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Prev Class</span></a></li>
+<li><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a href="../../../../index.html?datafu/pig/hash/lsh/LSHFamily.html" target="_top">Frames</a></li>
+<li><a href="LSHFamily.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_top">
+<li><a href="../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
+ allClassesLink = document.getElementById("allclasses_navbar_top");
+ if(window==top) {
+ allClassesLink.style.display = "block";
+ }
+ else {
+ allClassesLink.style.display = "none";
+ }
+ //-->
+</script>
+</div>
+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
+<li><a href="#method.detail">Method</a></li>
+</ul>
+</div>
+<a name="skip.navbar.top">
+<!-- -->
+</a></div>
+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">datafu.pig.hash.lsh</div>
+<h2 title="Class LSHFamily" class="title">Class LSHFamily</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>datafu.pig.hash.lsh.LSHFamily</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">LSHFamily</span>
+extends java.lang.Object</pre>
+<div class="block">A family of k locality sensitive hashes. For a given point, k hashes will be computed.</div>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
+<!-- -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFamily.html#LSHFamily-java.util.List-">LSHFamily</a></span>(java.util.List<<a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a>> hashes)</code>
+<div class="block">Construct a family of hashes</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>java.lang.Iterable<java.lang.Long></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFamily.html#apply-org.apache.commons.math.linear.RealVector-">apply</a></span>(org.apache.commons.math.linear.RealVector vector)</code>
+<div class="block">Compute the family of k-hashes for a vector.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class java.lang.Object</h3>
+<code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<div class="details">
+<ul class="blockList">
+<li class="blockList">
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="LSHFamily-java.util.List-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>LSHFamily</h4>
+<pre>public LSHFamily(java.util.List<<a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a>> hashes)</pre>
+<div class="block">Construct a family of hashes</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>hashes</code> - Hashes which will be applied in turn to a given point</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="apply-org.apache.commons.math.linear.RealVector-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>apply</h4>
+<pre>public java.lang.Iterable<java.lang.Long> apply(org.apache.commons.math.linear.RealVector vector)</pre>
+<div class="block">Compute the family of k-hashes for a vector.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>vector</code> - the vector</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>An iterable of hashes</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar.bottom">
+<!-- -->
+</a>
+<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div>
+<a name="navbar.bottom.firstrow">
+<!-- -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../index-all.html">Index</a></li>
+<li><a href="../../../../help-doc.html">Help</a></li>
+</ul>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a href="../../../../datafu/pig/hash/lsh/L2PStableHash.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Prev Class</span></a></li>
+<li><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a href="../../../../index.html?datafu/pig/hash/lsh/LSHFamily.html" target="_top">Frames</a></li>
+<li><a href="LSHFamily.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_bottom">
+<li><a href="../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
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+ else {
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+ //-->
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+</div>
+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
+<li><a href="#method.detail">Method</a></li>
+</ul>
+</div>
+<a name="skip.navbar.bottom">
+<!-- -->
+</a></div>
+<!-- ======== END OF BOTTOM NAVBAR ======= -->
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+</html>
http://git-wip-us.apache.org/repos/asf/incubator-datafu/blob/158f9991/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/LSHFunc.html
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diff --git a/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/LSHFunc.html b/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/LSHFunc.html
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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
+<!-- NewPage -->
+<html lang="en">
+<head>
+<!-- Generated by javadoc (1.8.0_60) on Tue Nov 17 10:08:51 PST 2015 -->
+<title>LSHFunc (datafu-pig 1.3.0 API)</title>
+<meta name="date" content="2015-11-17">
+<link rel="stylesheet" type="text/css" href="../../../../stylesheet.css" title="Style">
+<script type="text/javascript" src="../../../../script.js"></script>
+</head>
+<body>
+<script type="text/javascript"><!--
+ try {
+ if (location.href.indexOf('is-external=true') == -1) {
+ parent.document.title="LSHFunc (datafu-pig 1.3.0 API)";
+ }
+ }
+ catch(err) {
+ }
+//-->
+var methods = {"i0":6,"i1":10,"i2":6,"i3":10,"i4":10};
+var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],8:["t4","Concrete Methods"]};
+var altColor = "altColor";
+var rowColor = "rowColor";
+var tableTab = "tableTab";
+var activeTableTab = "activeTableTab";
+</script>
+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
+<div class="topNav"><a name="navbar.top">
+<!-- -->
+</a>
+<div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div>
+<a name="navbar.top.firstrow">
+<!-- -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../index-all.html">Index</a></li>
+<li><a href="../../../../help-doc.html">Help</a></li>
+</ul>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a href="../../../../datafu/pig/hash/lsh/LSHFamily.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Prev Class</span></a></li>
+<li><a href="../../../../datafu/pig/hash/lsh/RepeatingLSH.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a href="../../../../index.html?datafu/pig/hash/lsh/LSHFunc.html" target="_top">Frames</a></li>
+<li><a href="LSHFunc.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_top">
+<li><a href="../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
+ allClassesLink = document.getElementById("allclasses_navbar_top");
+ if(window==top) {
+ allClassesLink.style.display = "block";
+ }
+ else {
+ allClassesLink.style.display = "none";
+ }
+ //-->
+</script>
+</div>
+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li><a href="#nested.classes.inherited.from.class.org.apache.pig.EvalFunc">Nested</a> | </li>
+<li><a href="#field.summary">Field</a> | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li><a href="#field.detail">Field</a> | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
+<li><a href="#method.detail">Method</a></li>
+</ul>
+</div>
+<a name="skip.navbar.top">
+<!-- -->
+</a></div>
+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">datafu.pig.hash.lsh</div>
+<h2 title="Class LSHFunc" class="title">Class LSHFunc</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.pig.EvalFunc<org.apache.pig.data.DataBag></li>
+<li>
+<ul class="inheritance">
+<li>datafu.pig.hash.lsh.LSHFunc</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>Direct Known Subclasses:</dt>
+<dd><a href="../../../../datafu/pig/hash/lsh/CosineDistanceHash.html" title="class in datafu.pig.hash.lsh">CosineDistanceHash</a>, <a href="../../../../datafu/pig/hash/lsh/L1PStableHash.html" title="class in datafu.pig.hash.lsh">L1PStableHash</a>, <a href="../../../../datafu/pig/hash/lsh/L2PStableHash.html" title="class in datafu.pig.hash.lsh">L2PStableHash</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public abstract class <span class="typeNameLabel">LSHFunc</span>
+extends org.apache.pig.EvalFunc<org.apache.pig.data.DataBag></pre>
+<div class="block">The base UDF for locality sensitive hashing.</div>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== NESTED CLASS SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="nested.class.summary">
+<!-- -->
+</a>
+<h3>Nested Class Summary</h3>
+<ul class="blockList">
+<li class="blockList"><a name="nested.classes.inherited.from.class.org.apache.pig.EvalFunc">
+<!-- -->
+</a>
+<h3>Nested classes/interfaces inherited from class org.apache.pig.EvalFunc</h3>
+<code>org.apache.pig.EvalFunc.SchemaType</code></li>
+</ul>
+</li>
+</ul>
+<!-- =========== FIELD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="field.summary">
+<!-- -->
+</a>
+<h3>Field Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation">
+<caption><span>Fields</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Field and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>protected <a href="../../../../datafu/pig/hash/lsh/LSHFamily.html" title="class in datafu.pig.hash.lsh">LSHFamily</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#lsh">lsh</a></span></code> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>protected java.lang.Long</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#seed">seed</a></span></code> </td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="fields.inherited.from.class.org.apache.pig.EvalFunc">
+<!-- -->
+</a>
+<h3>Fields inherited from class org.apache.pig.EvalFunc</h3>
+<code>log, pigLogger, reporter, returnType</code></li>
+</ul>
+</li>
+</ul>
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
+<!-- -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#LSHFunc-java.lang.String-">LSHFunc</a></span>(java.lang.String sSeed)</code> </td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>protected abstract <a href="../../../../datafu/pig/hash/lsh/interfaces/LSHCreator.html" title="class in datafu.pig.hash.lsh.interfaces">LSHCreator</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#createLSHCreator--">createLSHCreator</a></span>()</code> </td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>org.apache.pig.data.DataBag</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#exec-org.apache.pig.data.Tuple-">exec</a></span>(org.apache.pig.data.Tuple t)</code>
+<div class="block">The expectation is that the input is a Tuple of numeric data representing a real vector.</div>
+</td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code>protected abstract int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#getDimension--">getDimension</a></span>()</code> </td>
+</tr>
+<tr id="i3" class="rowColor">
+<td class="colFirst"><code>protected long</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#getSeed--">getSeed</a></span>()</code> </td>
+</tr>
+<tr id="i4" class="altColor">
+<td class="colFirst"><code>org.apache.pig.impl.logicalLayer.schema.Schema</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html#outputSchema-org.apache.pig.impl.logicalLayer.schema.Schema-">outputSchema</a></span>(org.apache.pig.impl.logicalLayer.schema.Schema input)</code>
+<div class="block">The schema returned here is a bag containing pairs.</div>
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+</table>
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+<!-- -->
+</a>
+<h3>Methods inherited from class org.apache.pig.EvalFunc</h3>
+<code>allowCompileTimeCalculation, finish, getArgToFuncMapping, getCacheFiles, getInputSchema, getLogger, getPigLogger, getReporter, getReturnType, getSchemaName, getSchemaType, getShipFiles, isAsynchronous, progress, setInputSchema, setPigLogger, setReporter, setUDFContextSignature, warn</code></li>
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+<!-- -->
+</a>
+<h3>Methods inherited from class java.lang.Object</h3>
+<code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li>
+</ul>
+</li>
+</ul>
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+</ul>
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+<ul class="blockList">
+<li class="blockList">
+<!-- ============ FIELD DETAIL =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="field.detail">
+<!-- -->
+</a>
+<h3>Field Detail</h3>
+<a name="lsh">
+<!-- -->
+</a>
+<ul class="blockList">
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+<h4>lsh</h4>
+<pre>protected <a href="../../../../datafu/pig/hash/lsh/LSHFamily.html" title="class in datafu.pig.hash.lsh">LSHFamily</a> lsh</pre>
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+</ul>
+<a name="seed">
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+<h4>seed</h4>
+<pre>protected java.lang.Long seed</pre>
+</li>
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+<ul class="blockList">
+<li class="blockList"><a name="constructor.detail">
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+<h3>Method Detail</h3>
+<a name="createLSHCreator--">
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+<h4>createLSHCreator</h4>
+<pre>protected abstract <a href="../../../../datafu/pig/hash/lsh/interfaces/LSHCreator.html" title="class in datafu.pig.hash.lsh.interfaces">LSHCreator</a> createLSHCreator()</pre>
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+<pre>public org.apache.pig.data.DataBag exec(org.apache.pig.data.Tuple t)
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+<div class="block">The expectation is that the input is a Tuple of numeric data representing a real vector.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code>exec</code> in class <code>org.apache.pig.EvalFunc<org.apache.pig.data.DataBag></code></dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>DataBag containing tuples which have the lsh_id (the hash ID in the family) and the hash</dd>
+<dt><span class="throwsLabel">Throws:</span></dt>
+<dd><code>java.io.IOException</code></dd>
+</dl>
+</li>
+</ul>
+<a name="getSeed--">
+<!-- -->
+</a>
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+<li class="blockList">
+<h4>getSeed</h4>
+<pre>protected long getSeed()</pre>
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+<pre>public org.apache.pig.impl.logicalLayer.schema.Schema outputSchema(org.apache.pig.impl.logicalLayer.schema.Schema input)</pre>
+<div class="block">The schema returned here is a bag containing pairs.
+ The pairs are the lsh_id (or the ID of the hash) and the hash value.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
+<dd><code>outputSchema</code> in class <code>org.apache.pig.EvalFunc<org.apache.pig.data.DataBag></code></dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar.bottom">
+<!-- -->
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+<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div>
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+<li><a href="../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../index-all.html">Index</a></li>
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+<li><a href="../../../../datafu/pig/hash/lsh/LSHFamily.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Prev Class</span></a></li>
+<li><a href="../../../../datafu/pig/hash/lsh/RepeatingLSH.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Next Class</span></a></li>
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+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li><a href="#field.detail">Field</a> | </li>
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http://git-wip-us.apache.org/repos/asf/incubator-datafu/blob/158f9991/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/RepeatingLSH.html
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diff --git a/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/RepeatingLSH.html b/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/RepeatingLSH.html
new file mode 100644
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--- /dev/null
+++ b/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/RepeatingLSH.html
@@ -0,0 +1,319 @@
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+<!-- NewPage -->
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+<head>
+<!-- Generated by javadoc (1.8.0_60) on Tue Nov 17 10:08:51 PST 2015 -->
+<title>RepeatingLSH (datafu-pig 1.3.0 API)</title>
+<meta name="date" content="2015-11-17">
+<link rel="stylesheet" type="text/css" href="../../../../stylesheet.css" title="Style">
+<script type="text/javascript" src="../../../../script.js"></script>
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+<script type="text/javascript"><!--
+ try {
+ if (location.href.indexOf('is-external=true') == -1) {
+ parent.document.title="RepeatingLSH (datafu-pig 1.3.0 API)";
+ }
+ }
+ catch(err) {
+ }
+//-->
+var methods = {"i0":10};
+var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]};
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+var rowColor = "rowColor";
+var tableTab = "tableTab";
+var activeTableTab = "activeTableTab";
+</script>
+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
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+<!-- -->
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+<div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div>
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+<li class="navBarCell1Rev">Class</li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../index-all.html">Index</a></li>
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+<div class="subNav">
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+<li><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Prev Class</span></a></li>
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+<ul class="navList">
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+<li><a href="RepeatingLSH.html" target="_top">No Frames</a></li>
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+<ul class="navList" id="allclasses_navbar_top">
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+ else {
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+ //-->
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+</div>
+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li><a href="#fields.inherited.from.class.datafu.pig.hash.lsh.interfaces.LSH">Field</a> | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
+<li><a href="#method.detail">Method</a></li>
+</ul>
+</div>
+<a name="skip.navbar.top">
+<!-- -->
+</a></div>
+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">datafu.pig.hash.lsh</div>
+<h2 title="Class RepeatingLSH" class="title">Class RepeatingLSH</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li><a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">datafu.pig.hash.lsh.interfaces.LSH</a></li>
+<li>
+<ul class="inheritance">
+<li>datafu.pig.hash.lsh.RepeatingLSH</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">RepeatingLSH</span>
+extends <a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></pre>
+<div class="block">A composite hash which takes multiple hashes and composes them. This is useful
+ when a locality sensitive hash has a range that is very narrow and would want a wider
+ range for the hash.</div>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- =========== FIELD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="field.summary">
+<!-- -->
+</a>
+<h3>Field Summary</h3>
+<ul class="blockList">
+<li class="blockList"><a name="fields.inherited.from.class.datafu.pig.hash.lsh.interfaces.LSH">
+<!-- -->
+</a>
+<h3>Fields inherited from class datafu.pig.hash.lsh.interfaces.<a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></h3>
+<code><a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html#dim">dim</a>, <a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html#rg">rg</a></code></li>
+</ul>
+</li>
+</ul>
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
+<!-- -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/RepeatingLSH.html#RepeatingLSH-java.util.List-">RepeatingLSH</a></span>(java.util.List<<a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a>> lshList)</code> </td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>long</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../datafu/pig/hash/lsh/RepeatingLSH.html#apply-org.apache.commons.math.linear.RealVector-">apply</a></span>(org.apache.commons.math.linear.RealVector vector)</code>
+<div class="block">Compute the aggregated hash of a vector.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.datafu.pig.hash.lsh.interfaces.LSH">
+<!-- -->
+</a>
+<h3>Methods inherited from class datafu.pig.hash.lsh.interfaces.<a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></h3>
+<code><a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html#getDim--">getDim</a>, <a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html#getRandomGenerator--">getRandomGenerator</a></code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class java.lang.Object</h3>
+<code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<div class="details">
+<ul class="blockList">
+<li class="blockList">
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="RepeatingLSH-java.util.List-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>RepeatingLSH</h4>
+<pre>public RepeatingLSH(java.util.List<<a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a>> lshList)
+ throws org.apache.commons.math.MathException</pre>
+<dl>
+<dt><span class="throwsLabel">Throws:</span></dt>
+<dd><code>org.apache.commons.math.MathException</code></dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="apply-org.apache.commons.math.linear.RealVector-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>apply</h4>
+<pre>public long apply(org.apache.commons.math.linear.RealVector vector)</pre>
+<div class="block">Compute the aggregated hash of a vector. This is done by taking the output of the k hashes as a
+ vector and computing the dot product with a vector of uniformly distributed components between 0 and 10.
+
+ So, consider a_{0,k} such that a_i ~ U(0,10) and hash functions h_{0,k} treated as 2 k-dimensional vectors,
+ we return the dot product of h(v) and a.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html#apply-org.apache.commons.math.linear.RealVector-">apply</a></code> in class <code><a href="../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>vector</code> - A vector to be hashed</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>A hash which collides with vectors close according to some metric (implementation dependent).</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar.bottom">
+<!-- -->
+</a>
+<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div>
+<a name="navbar.bottom.firstrow">
+<!-- -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../index-all.html">Index</a></li>
+<li><a href="../../../../help-doc.html">Help</a></li>
+</ul>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a href="../../../../datafu/pig/hash/lsh/LSHFunc.html" title="class in datafu.pig.hash.lsh"><span class="typeNameLink">Prev Class</span></a></li>
+<li>Next Class</li>
+</ul>
+<ul class="navList">
+<li><a href="../../../../index.html?datafu/pig/hash/lsh/RepeatingLSH.html" target="_top">Frames</a></li>
+<li><a href="RepeatingLSH.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_bottom">
+<li><a href="../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
+ allClassesLink = document.getElementById("allclasses_navbar_bottom");
+ if(window==top) {
+ allClassesLink.style.display = "block";
+ }
+ else {
+ allClassesLink.style.display = "none";
+ }
+ //-->
+</script>
+</div>
+<div>
+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li><a href="#fields.inherited.from.class.datafu.pig.hash.lsh.interfaces.LSH">Field</a> | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
+<li><a href="#method.detail">Method</a></li>
+</ul>
+</div>
+<a name="skip.navbar.bottom">
+<!-- -->
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+<!-- ======== END OF BOTTOM NAVBAR ======= -->
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+</html>
http://git-wip-us.apache.org/repos/asf/incubator-datafu/blob/158f9991/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/cosine/HyperplaneLSH.html
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+<!-- NewPage -->
+<html lang="en">
+<head>
+<!-- Generated by javadoc (1.8.0_60) on Tue Nov 17 10:08:51 PST 2015 -->
+<title>HyperplaneLSH (datafu-pig 1.3.0 API)</title>
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+ }
+//-->
+var methods = {"i0":10};
+var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]};
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+<ul class="subNavList">
+<li>Summary: </li>
+<li>Nested | </li>
+<li><a href="#fields.inherited.from.class.datafu.pig.hash.lsh.interfaces.LSH">Field</a> | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
+<li><a href="#method.detail">Method</a></li>
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">datafu.pig.hash.lsh.cosine</div>
+<h2 title="Class HyperplaneLSH" class="title">Class HyperplaneLSH</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">datafu.pig.hash.lsh.interfaces.LSH</a></li>
+<li>
+<ul class="inheritance">
+<li>datafu.pig.hash.lsh.cosine.HyperplaneLSH</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">HyperplaneLSH</span>
+extends <a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></pre>
+<div class="block">From wikipedia's article on <a href="http://en.wikipedia.org/wiki/Locality-sensitive_hashing" target="_blank">Locality Sensitive Hashing</a>:
+
+ <pre>
+ Locality-sensitive hashing (LSH) is a method of performing probabilistic dimension reduction of high-dimensional data.
+ The basic idea is to hash the input items so that similar items are mapped to the same buckets with high probability
+ (the number of buckets being much smaller than the universe of possible input items).
+ </pre>
+
+ <p>
+ In particular, this implementation implements a locality sensitive hashing scheme which maps high-dimensional vectors which are
+ close together (with high probability) according to <a href="http://en.wikipedia.org/wiki/Cosine_similarity" target="_blank">Cosine Similarity</a>
+ into the same buckets. Each LSH maps a vector onto one side or the other of a random hyperplane, thereby producing a single
+ bit as the hash value. Multiple, independent, hashes can be run on the same input and aggregated together to form a more
+ broad domain than a single bit.
+ </p>
+
+ <p>
+ For more information, see Charikar, Moses S.. (2002). "Similarity Estimation Techniques from Rounding Algorithms". Proceedings of the 34th Annual ACM Symposium on Theory of Computing 2002.
+ </p></div>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- =========== FIELD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="field.summary">
+<!-- -->
+</a>
+<h3>Field Summary</h3>
+<ul class="blockList">
+<li class="blockList"><a name="fields.inherited.from.class.datafu.pig.hash.lsh.interfaces.LSH">
+<!-- -->
+</a>
+<h3>Fields inherited from class datafu.pig.hash.lsh.interfaces.<a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></h3>
+<code><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#dim">dim</a>, <a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#rg">rg</a></code></li>
+</ul>
+</li>
+</ul>
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
+<!-- -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/cosine/HyperplaneLSH.html#HyperplaneLSH-int-org.apache.commons.math.random.RandomGenerator-">HyperplaneLSH</a></span>(int dim,
+ org.apache.commons.math.random.RandomGenerator rg)</code>
+<div class="block">Locality sensitive hash that maps vectors onto 0,1 in such a way that colliding
+ vectors are "near" one another according to cosine similarity with high probability.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>long</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/cosine/HyperplaneLSH.html#apply-org.apache.commons.math.linear.RealVector-">apply</a></span>(org.apache.commons.math.linear.RealVector vector)</code>
+<div class="block">Compute which side of the hyperplane that the parameter is on.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.datafu.pig.hash.lsh.interfaces.LSH">
+<!-- -->
+</a>
+<h3>Methods inherited from class datafu.pig.hash.lsh.interfaces.<a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></h3>
+<code><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#getDim--">getDim</a>, <a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#getRandomGenerator--">getRandomGenerator</a></code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class java.lang.Object</h3>
+<code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<div class="details">
+<ul class="blockList">
+<li class="blockList">
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="HyperplaneLSH-int-org.apache.commons.math.random.RandomGenerator-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>HyperplaneLSH</h4>
+<pre>public HyperplaneLSH(int dim,
+ org.apache.commons.math.random.RandomGenerator rg)</pre>
+<div class="block">Locality sensitive hash that maps vectors onto 0,1 in such a way that colliding
+ vectors are "near" one another according to cosine similarity with high probability.
+
+ <p>
+ Generally, multiple LSH are combined via repetition to increase the range of the hash function to the full set of longs.
+ This repetition is accomplished by wrapping instances of the LSH in a LSHFamily, which does the combination.
+ </p>
+
+ <p>
+ The size of the hash family corresponds to the number of independent hashes you want to apply to the data.
+ In a k-near neighbors style of searching, this corresponds to the number of neighbors you want to find
+ (i.e. the number of vectors within a distance according to cosine similarity).
+ </p></div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>dim</code> - The dimension of the vectors which are to be hashed</dd>
+<dd><code>rg</code> - random number generator</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="apply-org.apache.commons.math.linear.RealVector-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>apply</h4>
+<pre>public long apply(org.apache.commons.math.linear.RealVector vector)</pre>
+<div class="block">Compute which side of the hyperplane that the parameter is on.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#apply-org.apache.commons.math.linear.RealVector-">apply</a></code> in class <code><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces">LSH</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>vector</code> - The vector to test.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>one if the dot product with the hyperplane is positive, 0 if negative.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
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+<meta name="date" content="2015-11-17">
+<link rel="stylesheet" type="text/css" href="../../../../../stylesheet.css" title="Style">
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+<h1 title="Package" class="title">Package datafu.pig.hash.lsh.cosine</h1>
+<div class="docSummary">
+<div class="block">Implementation of <a href="http://en.wikipedia.org/wiki/Locality-sensitive_hashing" target="_blank">Locality Sensitive Hashing</a>
+ for <a href="http://en.wikipedia.org/wiki/Cosine_similarity" target="_blank">Cosine Similarity</a>.</div>
+</div>
+<p>See: <a href="#package.description">Description</a></p>
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+<th class="colFirst" scope="col">Class</th>
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+<tbody>
+<tr class="altColor">
+<td class="colFirst"><a href="../../../../../datafu/pig/hash/lsh/cosine/HyperplaneLSH.html" title="class in datafu.pig.hash.lsh.cosine">HyperplaneLSH</a></td>
+<td class="colLast">
+<div class="block">From wikipedia's article on <a href="http://en.wikipedia.org/wiki/Locality-sensitive_hashing" target="_blank">Locality Sensitive Hashing</a>:</div>
+</td>
+</tr>
+</tbody>
+</table>
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+<a name="package.description">
+<!-- -->
+</a>
+<h2 title="Package datafu.pig.hash.lsh.cosine Description">Package datafu.pig.hash.lsh.cosine Description</h2>
+<div class="block">Implementation of <a href="http://en.wikipedia.org/wiki/Locality-sensitive_hashing" target="_blank">Locality Sensitive Hashing</a>
+ for <a href="http://en.wikipedia.org/wiki/Cosine_similarity" target="_blank">Cosine Similarity</a>.</div>
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+<ul>
+<li type="circle">datafu.pig.hash.lsh.interfaces.<a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html" title="class in datafu.pig.hash.lsh.interfaces"><span class="typeNameLink">LSH</span></a>
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http://git-wip-us.apache.org/repos/asf/incubator-datafu/blob/158f9991/site/source/docs/datafu/1.3.0/datafu/pig/hash/lsh/interfaces/LSH.html
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+var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],4:["t3","Abstract Methods"],8:["t4","Concrete Methods"]};
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+<li><a href="#field.detail">Field</a> | </li>
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+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">datafu.pig.hash.lsh.interfaces</div>
+<h2 title="Class LSH" class="title">Class LSH</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>datafu.pig.hash.lsh.interfaces.LSH</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>Direct Known Subclasses:</dt>
+<dd><a href="../../../../../datafu/pig/hash/lsh/p_stable/AbstractStableDistributionFunction.html" title="class in datafu.pig.hash.lsh.p_stable">AbstractStableDistributionFunction</a>, <a href="../../../../../datafu/pig/hash/lsh/cosine/HyperplaneLSH.html" title="class in datafu.pig.hash.lsh.cosine">HyperplaneLSH</a>, <a href="../../../../../datafu/pig/hash/lsh/RepeatingLSH.html" title="class in datafu.pig.hash.lsh">RepeatingLSH</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public abstract class <span class="typeNameLabel">LSH</span>
+extends java.lang.Object</pre>
+<div class="block">An abstract class representing a locality sensitive hash. From wikipedia's article on <a href="http://en.wikipedia.org/wiki/Locality-sensitive_hashing" target="_blank">Locality Sensitive Hashing</a>:
+
+ <p>
+ Locality-sensitive hashing (LSH) is a method of performing probabilistic dimension reduction of high-dimensional data.
+ The basic idea is to hash the input items so that similar items are mapped to the same buckets with high probability
+ (the number of buckets being much smaller than the universe of possible input items).
+ </p></div>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- =========== FIELD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="field.summary">
+<!-- -->
+</a>
+<h3>Field Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation">
+<caption><span>Fields</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Field and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>protected int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#dim">dim</a></span></code> </td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>protected org.apache.commons.math.random.RandomGenerator</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#rg">rg</a></span></code> </td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
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+<h3>Constructor Summary</h3>
+<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#LSH-int-org.apache.commons.math.random.RandomGenerator-">LSH</a></span>(int dim,
+ org.apache.commons.math.random.RandomGenerator rg)</code>
+<div class="block">Construct a locality sensitive hash.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
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+<li class="blockList"><a name="method.summary">
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+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>abstract long</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#apply-org.apache.commons.math.linear.RealVector-">apply</a></span>(org.apache.commons.math.linear.RealVector vector)</code>
+<div class="block">Hash a vector.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#getDim--">getDim</a></span>()</code> </td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code>org.apache.commons.math.random.RandomGenerator</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../datafu/pig/hash/lsh/interfaces/LSH.html#getRandomGenerator--">getRandomGenerator</a></span>()</code> </td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class java.lang.Object</h3>
+<code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
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+<h3>Field Detail</h3>
+<a name="rg">
+<!-- -->
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+<ul class="blockList">
+<li class="blockList">
+<h4>rg</h4>
+<pre>protected org.apache.commons.math.random.RandomGenerator rg</pre>
+</li>
+</ul>
+<a name="dim">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>dim</h4>
+<pre>protected int dim</pre>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="LSH-int-org.apache.commons.math.random.RandomGenerator-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>LSH</h4>
+<pre>public LSH(int dim,
+ org.apache.commons.math.random.RandomGenerator rg)</pre>
+<div class="block">Construct a locality sensitive hash. Note, one may pass a pre-seeded generator.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>dim</code> - The dimension of the vectors which are to be hashed</dd>
+<dd><code>rg</code> - The random generator to use internally.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
+<!-- -->
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+<h3>Method Detail</h3>
+<a name="getRandomGenerator--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getRandomGenerator</h4>
+<pre>public org.apache.commons.math.random.RandomGenerator getRandomGenerator()</pre>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>The random generator from this LSH</dd>
+</dl>
+</li>
+</ul>
+<a name="getDim--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getDim</h4>
+<pre>public int getDim()</pre>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>The dimension of the vectors which this LSh supports</dd>
+</dl>
+</li>
+</ul>
+<a name="apply-org.apache.commons.math.linear.RealVector-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>apply</h4>
+<pre>public abstract long apply(org.apache.commons.math.linear.RealVector vector)</pre>
+<div class="block">Hash a vector.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>vector</code> - A vector to be hashed</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>A hash which collides with vectors close according to some metric (implementation dependent).</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
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+<!-- -->
+</a></div>
+<!-- ======== END OF BOTTOM NAVBAR ======= -->
+</body>
+</html>